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Data Science with Python

Enhance your learning curve with our Data Science course. Become proficient in concepts such as data science, regression, classification and associated models with an hands on experience in programming using Python.

Course Instructor: Robokwik

₹1999.00

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IITs & NITs.

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students enrolled.

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Batches already completed successfully.

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students already completed their trainings in offline mode.

Course Overview

This course of Data Science with Python will not only help you to get into building World of programming and coding  but also give you a confidence so that you move into field of Data Science and make your career in field of analytics.

Salient Features
  1. Learn online
  2. Learn at your own pace
  3. Mobile friendly
  4. Placement assistance to build your career
  5. Certificate of Training
  6. 10 Assignments & 2 Project
  7. Learn in English or Hindi
  8. Robokwik lab access
  9. Doubt Clearing
  10. No prior knowledge required.
  11. 2 years access to videos & study material

What will you learn?

Introduction to Python

What is Python Programming Language?
Prerequisite to learning Python Programming
Systems Requirement
How to install Python
IDEs for Python
Creating Your First Python Program

Python Fundamentals

Print function
What is Variable?
What is Constant?
Naming Conventions

Datatypes

What is Datatype?
Various types of Datatype
Number
String
Boolean
List
Tuple
Dictionary
Set

Lists

Slicing in List
Operations in List
Adding & Removing elements in the List
Other Operations in the List

Control Statements

Statements and Syntax
If tests and Syntax Rules
If else
If elif else
Nested if

Loops

What is loop?
Types of loop
While & Nested While Loop
For & Nested For Loop

Functions

What is Function?
Syntax to create function in Python
Defining a function
Calling a function
Types of functions
Formal Argument
Actual Argument
Anonymous Function

Packages

Modules and Packages
Module Creations and Usage
Package Creation and Importing

Object Oriented Programming

OOPs Concept
Object
Class
Abstraction
Encapsulation
Polymorphism
Inheritance
Types of Inheritance

Activities in Python Module

Installing different libraries of Python
Random Password Generator
QR Code Generator
Sending WhatsApp messages via Python code

Projects in Python Module

Quiz Game using Python
Chatbot using Python

Data Science

Overview of this training
Overview of Data Science
Terminologies in Data Science

Introduction to Machine Learning

What is Machine Learning?
Types of Machine Learning
Supervised Machine Learning
Unsupervised Machine Learning
Reinforcement Machine Learning
How Machine Learning works?
Usage of Machine Learning
Quiz on types of Machine Learning

Functions & Packages

What is Function?
How to define a function?
How to call a function?
Types of Function
Default and parameterized function
What is Package?
How to create a package in Python?
How does the package work?
Installing different packages of Python

Working on various Python Libraries

NumPy
Pandas
Matplotlib
Scikit-learn

NumPy

Introduction to Numpy Array
Creating arrays of different Dimensions
Indexing
Data processing using Array

Data Analysis using Pandas.

Introduction to Pandas
Data Type of Pandas
Creating Dataframe using Pandas
Importing Dataset using Pandas
Various operations on data using Pandas tools

Data Visualization using Matplotlib

Plotting data using Matplotlib library
Using various tools of Matplotlib
Types of Graph
Implementation of different types of Graphs

Scikit-learn

Data splitting

Using Different Algorithms for Datasets

Prediction
Score check
K-Fold Technique
Cross Validation
Hyper Parameter Tuning

Machine Learning Algorithms.

Regression analysis
Simple linear regression
Multi linear regression
Classification
Binary class classification
Multi class classification
KNN algorithm

Deployment of Models

Discussion on the deployment process.

Projects using Machine Learning

Salary Prediction Project
Gender Classification Project
House Price Prediction Project
Iris Flower Species Classification Project
Digit Recognition Project
Survival Prediction on Titanic Project
Object Recognition Project
Insurance Purchase Prediction Project

Major Datasets.

IRIS Dataset
BMI Male Female Dataset
DIGIT Dataset
Titanic Dataset

Python with Data Science
Training in a Process

1

Register

Simply purchase this course by clicking on Buy Now

2

Training

Access content and complete it within definite timeline submitting all assignments.

3

Certification

You will get certificate of training after successful completion of this training.

Python with Data Science FAQs

Why learn Python Progamming?

There are various programming languages available in the market but Python is the one which is more versatile. You can use Python in building web applications, game development, machine learning, scientific research and data science, last but not the least it will help you in clearing technical round at the time of your placement or career growth.

What is Data Science?

Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processes, algorithms and systems to extract or extrapolate knowledge and insights from noisy, structured, and unstructured data.

Is this course available in offline mode?

Yes, it is available in our training centers located in Vaishali-Delhi NCR, Lucknow, Varanasi & Bhubaneswar..